Integration: Revela for model monitoring

[cosmicBboy]

https://www.revela.io/

[mjleslie]

Next steps for Zev and Mike:

1. Import our earthquake model into Union ML and integrate Revela monitoring
2. Start prepping system design docs

[cosmicBboy]

Sketch

from unionml.callbacks import RevelaLogger

@predictor(callbacks=[RevelaLogger(...)])  # configs like API key, domain name, etc
def predictor(...):
   ...

Installation

pip install unionml[revela]

Scope

• We don't really want to tackle nuances of how callback is invoked in different contexts yet.

Other issues:

• package management: using extras to handle complexity here

[zevisert]

self-assign